BestOf IASDAPP2026 · 1
7.38 FID
Updated 23 October 2026 · 05:45 CESTDaily run around 05:00 · Paris time
Podium
Ranked by FID · lower is better. Student groups and professor references compete together.
BestOf 2025 · 2
7.46 FID
BestOf 2025 · 1
8.30 FID
Daily progress
FID over time · lower is better.
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No successful evaluations yet.
Results
FID ↓ · precision ↑ · recall ↑. P and R are fractions between 0 and 1. The generator architecture must stay fixed.
Hover or focus the ! icon to read an error; click to copy it. Open the image link to inspect the generated digits.
| Rank | Status | Samples | Source | |||||
|---|---|---|---|---|---|---|---|---|
| 1 | BestOf IASDAPP2026 · 1Reference | 7.38 | 0.861 | 0.602 | 78.77A40 | Success | 10 images | Frozen reference4c551f37 |
| 2 | BestOf 2025 · 2Reference | 7.46 | 0.862 | 0.715 | 74.02A40 | Success | 10 images | Frozen referencec64582d3 |
| 3 | BestOf 2025 · 1Reference | 8.30 | 0.802 | 0.717 | 73.15A40 | Success | 10 images | Frozen reference39f46132 |
| 4 | BestOf IASDAPP2026 · 2Reference | 9.50 | 0.884 | 0.514 | 80.85A40 | Success | 10 images | Frozen reference7356859e |
| 5 | BestOf Bachelor2024Reference | 12.68 | 0.880 | 0.664 | 143.02A40 | Success | 10 images | Frozen reference993c998a |
| 6 | BestOf DL3IASO2026 · 1Reference | 16.86 | 0.658 | 0.513 | 85.01A40 | Success | 10 images | Frozen referenceb546a7bb |
| 7 | BestOf 2024 · 2Reference | 17.62 | 0.788 | 0.550 | 80.01A40 | Success | 10 images | Frozen reference8206b67b |
| 8 | BestOf 2023 · 1Reference | 18.02 | 0.567 | 0.226 | 76.71A40 | Success | 10 images | Frozen reference944272bd |
| 9 | BestOf 2024 · 1Reference | 18.41 | 0.717 | 0.595 | 79.74A40 | Success | 10 images | Frozen referencec835ac05 |
| 10 | BestOf DL3IASO2026 · 2Reference | 19.34 | 0.572 | 0.164 | 83.78A40 | Success | 10 images | Frozen reference0838ee7a |
| 11 | BestOf 2023 · 2Reference | 36.18 | 0.525 | 0.294 | 76.35A40 | Success | 10 images | Frozen reference836a496b |
| 12 | VanillaGANReference | 49.73 | 0.473 | 0.182 | 86.42A40 | Success | 10 images | Frozen reference4b4d8ba1 |
| 13 |  Sbo3a2026 group | 385.03 | 0.000 | 0.000 | 77.93CPU | Success | 10 images | Repositoryac0acbeb |
No matching group.
Generated images
BestOf IASDAPP2026 · 1 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf 2025 · 2 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf 2025 · 1 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf IASDAPP2026 · 2 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf Bachelor2024 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf DL3IASO2026 · 1 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf 2024 · 2 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf 2023 · 1 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf 2024 · 1 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf DL3IASO2026 · 2 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf 2023 · 2 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
VanillaGAN · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
Sbo3a · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
10,000 PNG images, 28 × 28 pixels, are required. Historical FID uses Inception features on all images; historical P/R uses VGG features with k=5 and 9,984 images (complete batches of 256). Scores are recomputed; the leaderboard is not a project grade.
Run 20261023T030001Z · Generation limit: 1200 s. Student generation: 4 CPU threads / 12 GiB; historical references may use one A40. Metrics use the evaluator GPU. Time excludes dependency installation and metric computation.